{"id":"W2056786502","doi":"10.1624/105812409x461180","title":"The Value of New Parent Groups in Child and Family Health Nursing","year":2009,"lang":"en","type":"article","venue":"The Journal of Perinatal Education","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Attendance; Nursing; Medicine; Child health; Family health; Service (business); Theme (computing); Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004516241,0.00005282754,0.0001000534,0.00005434278,0.00009225961,0.00001206943,0.0001248822,0.00001934457,0.00001340725],"category_scores_gemma":[0.00001556862,0.00003067834,0.00002829743,0.00009269642,0.00004060407,0.00006346185,0.000004308549,0.0001896581,0.000001729585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004987912,"about_ca_system_score_gemma":0.0001526783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024168,"about_ca_topic_score_gemma":0.000016816,"domain_scores_codex":[0.999387,0.00009991932,0.0002649071,0.00004592293,0.0000993515,0.0001028978],"domain_scores_gemma":[0.9995328,0.00004579589,0.0002264773,0.000119206,0.0000265328,0.00004921004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002293973,0.0003768102,0.0009406398,0.000006539854,0.00001775345,8.383796e-7,0.05200102,0.00001686281,0.00007096694,0.01738846,0.003551065,0.9253997],"study_design_scores_gemma":[0.0004066221,0.0003486099,0.9800481,0.0002359843,0.00001034269,0.0003823841,0.01196816,0.000004175873,0.00003047624,0.003836543,0.00269358,0.00003500305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628195,0.01711096,0.0000325765,0.01716466,0.0006368018,0.00008349643,5.24152e-7,0.000001719813,0.00214976],"genre_scores_gemma":[0.9983606,0.0008073382,0.00004135893,0.0004371319,0.0002709155,3.06994e-7,4.732014e-7,0.000003652953,0.00007818581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9791075,"threshold_uncertainty_score":0.1251026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156504910375113,"score_gpt":0.3546497118256676,"score_spread":0.3330846627219165,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}